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44 lines
2.6 KiB
Plaintext
Executable File
44 lines
2.6 KiB
Plaintext
Executable File
*******************************************************************
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*** Please be patient while the chart is being deployed. ***
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*******************************************************************
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1. Get the TensorFlow Serving URL by running:
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{{- if contains "NodePort" .Values.serviceType }}
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export APP_HOST=$(kubectl get nodes --namespace {{ .Release.Namespace }} -o jsonpath="{.items[0].status.addresses[0].address}")
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export APP_PORT=$(kubectl get svc --namespace {{ .Release.Namespace }} {{ template "fullname" . }} -o jsonpath="{.spec.ports[0].nodePort}")
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{{- else if contains "LoadBalancer" .Values.serviceType }}
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NOTE: It may take a few minutes for the LoadBalancer IP to be available.
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Watch the status with: 'kubectl get svc --namespace {{ .Release.Namespace }} -w {{ template "fullname" . }}'
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export APP_HOST=$(kubectl get svc --namespace {{ .Release.Namespace }} {{ template "fullname" . }} --template "{{"{{ range (index .status.loadBalancer.ingress 0) }}{{.}}{{ end }}"}}")
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export APP_PORT=$(kubectl get svc --namespace {{ .Release.Namespace }} {{ template "fullname" . }} -o jsonpath="{.spec.ports[0].port}")
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{{- else if contains "ClusterIP" .Values.serviceType }}
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export APP_HOST=127.0.0.1
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export APP_PORT=$(kubectl get svc --namespace {{ .Release.Namespace }} {{ template "fullname" . }} -o jsonpath="{.spec.ports[0].port}")
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kubectl port-forward --namespace {{ .Release.Namespace }} svc/{{ template "tensorflow-resnet.fullname" . }} $APP_PORT:$APP_PORT &
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{{- end }}
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2. Test the server with a sample image.
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docker run --rm -it bitnami/tensorflow-resnet bash -c "curl -Lo /tmp/cat.jpg https://tensorflow.org/images/blogs/serving/cat.jpg && resnet_client_cc --server_port=$APP_HOST:$APP_PORT --image_file=/tmp/cat.jpg"
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{{- if and (contains bitnami/ .Values.server.image.repository) (not (regexMatch -r\d+$ .Values.server.image.tag)) }}
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WARNING: Rolling tag detected ({{ .Values.server.image.repository }}:{{ .Values.server.image.tag }}), please note that it is strongly recommended to avoid using rolling tags in a production environment.
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+info https://docs.bitnami.com/containers/how-to/understand-rolling-tags-containers/
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{{- end }}
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{{- if and (contains bitnami/ .Values.client.image.repository) (not (regexMatch -r\d+$ .Values.client.image.tag)) }}
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WARNING: Rolling tag detected ({{ .Values.client.image.repository }}:{{ .Values.client.image.tag }}), please note that it is strongly recommended to avoid using rolling tags in a production environment.
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+info https://docs.bitnami.com/containers/how-to/understand-rolling-tags-containers/
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{{- end }}
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